This is the cheatsheet I used for the course Mathematics of Information. It was quickly thrown together and comprises the most important bits from the course script. It might be useful to you as a starting point for your cheatsheet because it uses only three pages out of the ten page limit.
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Cheatsheet for Mathematics of Information at ETH Zürich (FS22)
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